Defensive approximation: securing CNNs using approximate computing.
Amira GuesmiIhsen AlouaniKhaled N. KhasawnehMouna BakloutiTarek FrikhaMohamed AbidNael B. Abu-GhazalehPublished in: ASPLOS (2021)
Keyphrases
- efficient computation
- exact computation
- sufficient statistics
- quality guarantees
- approximation error
- numerical integration
- efficiently computing
- exact solution
- approximation algorithms
- piecewise linear
- database
- approximation methods
- approximation schemes
- error bounds
- graphical models
- artificial neural networks
- probability mass
- bayes networks
- knowledge base